Multitarget Resolution and Performance for Radar Sensor Network (RSN)

被引:0
|
作者
Liu, Weiwei [1 ]
Liang, Jing [1 ]
Yang, Ling [1 ]
机构
[1] Univ Elect Sci & Technol China, Sch Elect Engn, Chengdu, Peoples R China
基金
中国国家自然科学基金;
关键词
Multi-target detection; radar sensor network; multitarget resolution; FUSION;
D O I
暂无
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Multitarget detection and separation are important for radar sensor network (RSN). Since the interference among the targets existing in adjacent resolution cells may mask the desired one, in this paper we develop a multitarget resolution model for RSN systems. Three waveforms, i.e., simple pulse, linear frequency modulated (LFM) pulse and Barker codes (phase modulated pulse) are applied to appraise the resolution performance. The multitarget detection performance of a distributed RSN over pass-loss fading channels with additive noise has also been analyzed. For fusion center we use Likelihood ratio (LR) decision rule, which is reduced to the test statistics according to the channel signal-to-noise ratio (SNR), probability of false alarm and the number of radar sensors (RSs). Simulation results demonstrate that detection and resolution performances are better with higher SNR. Adding the number of RSs in RSN can improve the performance, combination of amplifying SNR and increasing the number of RSs can get a much better RSN system performance, while increasing targets can exert worse influence on the detection results.
引用
收藏
页码:75 / 93
页数:19
相关论文
共 50 条
  • [1] Resolution and Detection Analysis About Multitarget Radar Sensor Network (RSN)
    Liu, Weiwei
    Liang, Jing
    Yang, Ling
    INTERNATIONAL CONFERENCE ON REMOTE SENSING AND WIRELESS COMMUNICATIONS (RSWC 2014), 2014, : 19 - 25
  • [2] Blind Speed Alleviation Using A Radar Sensor Network (RSN)
    Liang, Jing
    Liang, Qilian
    AD HOC & SENSOR WIRELESS NETWORKS, 2013, 18 (1-2) : 1 - 15
  • [3] Target Detection - Distributed radar sensor network (RSN) vs. MIMO-RSN
    Liu, Yang
    Liang, Jing
    2013 IEEE INTERNATIONAL CONFERENCE ON COMMUNICATIONS WORKSHOPS (IEEE ICC), 2013, : 911 - 915
  • [4] Optimization for distributed Radar Sensor Network (RSN) and MIMO-RSN in flat fading channels
    Liu, Yang
    Liang, Jing
    PHYSICAL COMMUNICATION, 2014, 13 : 253 - 259
  • [5] Multitarget detection in heterogeneous radar sensor network with energy constraint
    Liang, Jing
    Huo, Yangyang
    Mao, Chengchen
    SIGNAL PROCESSING, 2016, 126 : 141 - 148
  • [6] Multitarget Detection Using High-Resolution Passive Radar Sensor Networks (HRPRSN)
    Liang, Jing
    2012 IEEE INTERNATIONAL CONFERENCE ON COMMUNICATIONS (ICC), 2012, : 6421 - 6425
  • [7] Resource Allocation for Multitarget Tracking and Data Reduction in Radar Network With Sensor Location Uncertainty
    Sun, Hao
    Li, Ming
    Zuo, Lei
    Zhang, Peng
    IEEE TRANSACTIONS ON SIGNAL PROCESSING, 2021, 69 : 4843 - 4858
  • [8] Graphical deployment strategies in radar sensor networks (RSN) for target detection
    Ling Yang
    Jing Liang
    Weiwei Liu
    EURASIP Journal on Wireless Communications and Networking, 2013
  • [9] Graphical deployment strategies in radar sensor networks (RSN) for target detection
    Yang, Ling
    Liang, Jing
    Liu, Weiwei
    EURASIP JOURNAL ON WIRELESS COMMUNICATIONS AND NETWORKING, 2013,
  • [10] Multitarget Simultaneous Localization and Mapping of a Sensor Network
    Garcia-Fernandez, Angel F.
    Morelande, Mark R.
    Grajal, Jesus
    IEEE TRANSACTIONS ON SIGNAL PROCESSING, 2011, 59 (10) : 4544 - 4558